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» Structural Topic Model for Latent Topical Structure Analysis
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SDM
2007
SIAM
137views Data Mining» more  SDM 2007»
13 years 11 months ago
Semi-supervised Feature Selection via Spectral Analysis
Feature selection is an important task in effective data mining. A new challenge to feature selection is the so-called “small labeled-sample problem” in which labeled data is...
Zheng Zhao, Huan Liu
SP
1989
IEEE
101views Security Privacy» more  SP 1989»
14 years 2 months ago
With Microscope and Tweezers: An Analysis of the Internet Virus of November 1988
In early November 1988 the Internet, a collection of networks consisting of 60,000 host computers implementing the TCP/IP protocol suite, was attacked by a virus, a programwhich b...
Mark W. Eichin, Jon A. Rochlis
VLDB
2007
ACM
154views Database» more  VLDB 2007»
14 years 4 months ago
P2P Authority Analysis for Social Communities
PageRank-style authority analyses of Web graphs are of great importance for Web mining. Such authority analyses also apply to hot “Web 2.0” applications that exhibit a natural...
Josiane Xavier Parreira, Sebastian Michel, Matthia...
NIPS
1998
13 years 11 months ago
Learning from Dyadic Data
Dyadic data refers to a domain with two nite sets of objects in which observations are made for dyads, i.e., pairs with one element from either set. This type of data arises natur...
Thomas Hofmann, Jan Puzicha, Michael I. Jordan
DEXAW
2007
IEEE
77views Database» more  DEXAW 2007»
14 years 4 months ago
Hyperlink Classification: A New Approach to Improve PageRank
Hyperlink Structure is widely used in the hypertext classification, but it has not been paid enough attention. We propose a hyperlink classification approach to improve PageRank a...
Li Cun-he, Lv Ke-qiang